multimodallearning

pdd_net

Probabilistic Dense Displacement Network (3D discrete deep learning registration)

convexAdam

graphregnet

Lung250M-4B

Lung250M-4B: A Combined 3D Dataset for CT- and Point Cloud-Based Intra-Patient Lung Registration

deep-geo-reg

pdd2.5

slic_reg

Rethinking the Design of Learning based Inter-Patient Registration using Deformable Supervoxels (MIDL 2021)

reg-cyclical-self-train

Unsupervised 3D registration through cyclical self-training

registration-da-mean-teacher

Source code for our Miccai2022 paper "Adapting the Mean Teacher for keypoint-based lung registration under geometric domain shifts.

stroke-prediction

Stroke growth prediction

DG-TTA

DG-TTA

hand-gesture-posture-position

This repo holds the code for our 3DV 2021 paper "Fusing Posture and Position Representations for Point Cloud-Based Hand Gesture Recognition"

da-3dhpe-anatomy

Anatomy-guided domain adaptation for point cloud-based 3D in-bed human pose estimation

learning_without_metric

semantically-guided

weakly supervised learning for image registration

hierarchical-dense-ssl

iter_lbp

vertebrae-segmentation-classification

voxelmorph

Unsupervised Learning for Image Registration

flownet_pytorch

converting Nvidia's pytorch FlowNet with only builtin layers to support to newer pytorch versions

Learn2Optimise

multimodalSUITS

code basis for the MIDL MedIA Special Issue

shape_matters

Repository for the paper titled "Shape Matters: Detecting Vertebral Fractures Using Differentiable Point-Based Shape Decoding"

XEdgeConv

acquisition-focus

deep_staple

GenRegShapes

Repostitory for "Generalised 3D Medical Image Registration with Learned Shape Encodings" (MIUA 2023)

weight-estimation-under-cover

This repo holds the code for our IJCARS paper "Seeing under the cover with a 3D U-Net: point cloud-based weight estimation of covered patients"

denoised_mt_pcd_reg

Domain adaptive point cloud registration with a denoised Mean Teacher

differentiableConvex

Code for Sensors submission on realtime ultrasound registration